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Data Intelligence Architect — Discovery Taster

A real, hands-on first look across data analytics, data engineering, and AI -- no commitment, just a genuine preview.

Course Sequence

"Data in the real world is messy, incomplete, and biased. This course is a first, hands-on encounter with a real dataset -- picking one that genuinely interests you, exploring it, and reflecting on data quality and ethics along the way."

Included Modules
What Data Can (and Can't) Tell Us
Find and Analyze a Real Dataset
Data Quality, Bias & Ethics: A First Look

"Numbers alone rarely persuade; a good visualization does. A hands-on first attempt at turning real data into something that tells a genuine story."

Included Modules
Why Visualization Matters
Create a Data Visualization
Choosing the Right Tool for the Story

"Spreadsheets, SQL, and Python/R each do something different well. Try all three at a genuinely introductory level -- not mastery, just a real first attempt at each."

Included Modules
Spreadsheets for Data Work: A First Try
A First Look at SQL
A First Look at Python/R for Data

"Understand supervised vs. unsupervised learning and classification vs. regression at a conceptual level, try a genuinely beginner-friendly ML tool, and reflect on whether data intelligence work is something you want to explore further."

Included Modules
What Is Machine Learning, Really?
Try a Simple ML Tool
Data Careers & What's Next

Ready to Start?

This program is part of the Data Intelligence Architect — Discovery Pathway. You'll pick your starting cohort for Data Intelligence Architect — Discovery Taster — the first program in the pathway — on the next step.

Reserve Your Spot